Vince Lyzinski, Ph.D. - Publications

Affiliations: 
2013 Applied Mathematics and Statistics Johns Hopkins University, Baltimore, MD 
Area:
Applied Mathematics, Mathematics

21 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Arroyo J, Priebe CE, Lyzinski V. Graph Matching between Bipartite and Unipartite Networks: to Collapse, or not to Collapse, that is the Question. Ieee Transactions On Network Science and Engineering. 8: 3019-3033. PMID 35224127 DOI: 10.1109/tnse.2021.3086508  0.359
2020 Lyzinski V, Sussman DL. Matchability of heterogeneous networks pairs. Information and Inference : a Journal of the Ima. 9: 749-783. PMID 33343893 DOI: 10.1093/Imaiai/Iaz031  0.384
2020 Yoder J, Chen L, Pao H, Bridgeford E, Levin K, Fishkind DE, Priebe C, Lyzinski V. Vertex nomination: The canonical sampling and the extended spectral nomination schemes Computational Statistics & Data Analysis. 145: 106916. DOI: 10.1016/J.Csda.2020.106916  0.31
2020 Patsolic HG, Park Y, Lyzinski V, Priebe CE. Vertex nomination via seeded graph matching Statistical Analysis and Data Mining: the Asa Data Science Journal. 13: 229-244. DOI: 10.1002/Sam.11454  0.398
2019 Sussman D, Park Y, Priebe CE, Lyzinski V. Matched Filters for Noisy Induced Subgraph Detection. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31059426 DOI: 10.1109/Tpami.2019.2914651  0.437
2019 Priebe CE, Park Y, Vogelstein JT, Conroy JM, Lyzinski V, Tang M, Athreya A, Cape J, Bridgeford E. On a two-truths phenomenon in spectral graph clustering. Proceedings of the National Academy of Sciences of the United States of America. PMID 30850525 DOI: 10.1073/Pnas.1814462116  0.342
2019 Fishkind DE, Meng L, Sun A, Priebe CE, Lyzinski V. Alignment strength and correlation for graphs Pattern Recognition Letters. 125: 295-302. DOI: 10.1016/J.Patrec.2019.05.008  0.433
2019 Fishkind DE, Adali S, Patsolic HG, Meng L, Singh D, Lyzinski V, Priebe CE. Seeded graph matching Pattern Recognition. 87: 203-215. DOI: 10.1016/J.Patcog.2018.09.014  0.428
2018 Lyzinski V. Information Recovery in Shuffled Graphs via Graph Matching Ieee Transactions On Information Theory. 64: 3254-3273. DOI: 10.1109/Tit.2018.2808999  0.439
2017 Tang M, Athreya A, Sussman DL, Lyzinski V, Priebe CE. A nonparametric two-sample hypothesis testing problem for random graphs Bernoulli. 23: 1599-1630. DOI: 10.3150/15-Bej789  0.402
2017 Lyzinski V, Tang M, Athreya A, Park Y, Priebe CE. Community Detection and Classification in Hierarchical Stochastic Blockmodels Ieee Transactions On Network Science and Engineering. 4: 13-26. DOI: 10.1109/Tnse.2016.2634322  0.394
2017 Tang M, Athreya A, Sussman DL, Lyzinski V, Park Y, Priebe CE. A Semiparametric Two-Sample Hypothesis Testing Problem for Random Graphs Journal of Computational and Graphical Statistics. 26: 344-354. DOI: 10.1080/10618600.2016.1193505  0.429
2017 Jansen A, Sell G, Lyzinski V. Scalable out-of-sample extension of graph embeddings using deep neural networks Pattern Recognition Letters. 94: 1-6. DOI: 10.1016/J.Patrec.2017.04.016  0.394
2016 Chen L, Vogelstein JT, Lyzinski V, Priebe CE. A joint graph inference case study: the C. elegans chemical and electrical connectomes. Worm. 5: e1142041. PMID 27386164 DOI: 10.1080/21624054.2016.1142041  0.301
2016 Lyzinski V, Fishkind DE, Fiori M, Vogelstein JT, Priebe CE, Sapiro G. Graph Matching: Relax at Your Own Risk. Ieee Transactions On Pattern Analysis and Machine Intelligence. 38: 60-73. PMID 26656578 DOI: 10.1109/Tpami.2015.2424894  0.414
2015 Vogelstein JT, Conroy JM, Lyzinski V, Podrazik LJ, Kratzer SG, Harley ET, Fishkind DE, Vogelstein RJ, Priebe CE. Fast approximate quadratic programming for graph matching. Plos One. 10: e0121002. PMID 25886624 DOI: 10.1371/Journal.Pone.0121002  0.431
2015 Fishkind DE, Lyzinski V, Pao H, Chen L, Priebe CE. Vertex nomination schemes for membership prediction Annals of Applied Statistics. 9: 1510-1532. DOI: 10.1214/15-Aoas834  0.354
2015 Fill JA, Lyzinski V. Strong Stationary Duality for Diffusion Processes Journal of Theoretical Probability. DOI: 10.1007/S10959-015-0612-1  0.51
2015 Lyzinski V, Fishkind DE, Priebe CE. Seeded graph matching for correlated Erdo″s-Rényi graphs Journal of Machine Learning Research. 15: 3513-3540.  0.364
2014 Lyzinski V, Sussman DL, Tang M, Athreya A, Priebe CE. Perfect clustering for stochastic blockmodel graphs via adjacency spectral embedding Electronic Journal of Statistics. 8: 2905-2922. DOI: 10.1214/14-Ejs978  0.403
2014 Fill JA, Lyzinski V. Hitting Times and Interlacing Eigenvalues: A Stochastic Approach Using Intertwinings Journal of Theoretical Probability. 27: 954-981. DOI: 10.1007/S10959-012-0457-9  0.535
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